cannot import name 'mean_squared_error' from 'tensorflow.keras.losses

[GreatKampfstern]

cannot import name 'mean_squared_error' from 'tensorflow.keras.losses

[sushreebarsa]

@GreatKampfstern I was able to import 'mean_squared_error' from 'tensorflow.keras.losses , please follow the correct commands as below;

!pip install pyod
import tensorflow as tf
from pyod.models.auto_encoder import AutoEncoder
from tensorflow.keras.losses import mean_squared_error

Please find the gist here for your reference. Thank you!

[GreatKampfstern]

If I first execute

!pip install --upgrade pyod
!pip install --upgrade tf-keras
!pip install --upgrade tensorflow

and then do
from pyod.models.auto_encoder import AutoEncoder
I get the same error:

ImportError Traceback (most recent call last)

in <cell line: 1>()
----> 1 from pyod.models.auto_encoder import AutoEncoder

/usr/local/lib/python3.10/dist-packages/pyod/models/auto_encoder.py in
28 from tensorflow.keras.layers import Dense, Dropout
29 from tensorflow.keras.regularizers import l2
---> 30 from tensorflow.keras.losses import mean_squared_error
31
32

ImportError: cannot import name 'mean_squared_error' from 'tensorflow.keras.losses' (/usr/local/lib/python3.10/dist-packages/keras/_tf_keras/keras/losses/init.py)

Sorry if the first three lines are stupid, I just thought (when I did it on my computer) that I first have to install and upgrade all packages. And as far as I know it should still work if I upgrade everything.
Gist for reference

[sushreebarsa]

@GreatKampfstern keras.src.losses.losses refers to an internal path within the Keras source code which is not recommended for use. The following command is recommended for use;

from tensorflow.keras.losses import mean_squared_error

Firstly install pyod and then run the command for AutoEncoder as below;

!pip install pyod

from pyod.models.auto_encoder import AutoEncoder

Please have a look at this gist. Thank you!